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Notebook Execution Audit

  • Audit date: 2026-03-18 (Asia/Tbilisi)
  • Repository root: /home/standard/dspy_rag_in_repo_docs_and_impl1
  • Git HEAD during execution: e8dd1ad

Scope

This audit covers an all-notebooks execution pass after populating the local .env with Azure OpenAI credentials.

Executed notebooks:

  • notebooks/01_repo_rag_research.ipynb
  • notebooks/02_agent_workflow_checklist.ipynb
  • notebooks/03_dspy_training_lab.ipynb
  • notebooks/04_sample_population_lab.ipynb
  • notebooks/05_hushwheel_fixture_rag_lab.ipynb

Executed Commands

Executed successfully in this turn:

  • set -a; source .env; set +a; for nb in notebooks/*.ipynb; do uv run jupyter nbconvert --to notebook --execute --inplace --ExecutePreprocessor.timeout=600 "$nb"; done
  • make verify-surfaces

Notable results:

  • All five notebooks executed in place without errors.
  • make verify-surfaces: pass, checked_notebook_count: 5, issue_count: 0
  • Notebook execution produced fresh JSON logs under artifacts/notebook_logs/ for each notebook run.

Notebook Run Artifacts

Fresh notebook-run logs created in this turn:

  • artifacts/notebook_logs/20260318T001700Z-01-repo-rag-research.json
  • artifacts/notebook_logs/20260318T001709Z-02-agent-workflow-checklist.json
  • artifacts/notebook_logs/20260318T001718Z-03-dspy-training-lab.json
  • artifacts/notebook_logs/20260318T001725Z-04-sample-population-lab.json
  • artifacts/notebook_logs/20260318T001733Z-05-hushwheel-fixture-rag-lab.json

Verification Notes

  • The local .env was sourced before notebook execution, so Azure OpenAI credentials were present in the shell during the run.
  • The current notebook scaffold code paths still execute against repository-local helpers, retrieval benchmarks, manifest generation, and fixture analysis. They did not fail for missing LLM config, but this execution pass also did not prove a live Azure OpenAI chat-completions round trip.
  • The executed notebooks now contain fresh outputs and execution counts in the tracked .ipynb files.

Current Verification Status

Configured and executed in this turn:

  • Notebook execution: present and passed for all tracked notebooks.
  • Repository-surface verification: present and passed after notebook execution.

Absent or still not verified in this turn:

  • Live Azure OpenAI request validation from notebook code: not exercised by the current notebook scaffolds.
  • Browser/UI tests: none found in the repository configuration.
  • Dedicated integration tests separate from the pytest surface: none found.